{"id":"W4205882486","doi":"10.7748/ns.24.26.28.s31","title":"Readers panel - job security comes at a price","year":2010,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Job security; Business; Psychology; Work (physics); Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009420257,0.0001155663,0.0001701231,0.00003338089,0.0008820884,0.0001149693,0.0002250716,0.000123598,0.000744911],"category_scores_gemma":[0.0002632322,0.0001106451,0.00008107731,0.0001615461,0.0009968517,0.0001385778,0.00002370574,0.0002137202,0.000039625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006178537,"about_ca_system_score_gemma":0.0001714078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008723181,"about_ca_topic_score_gemma":0.004444354,"domain_scores_codex":[0.998244,0.0001288366,0.0001763327,0.0002779276,0.0007161556,0.0004566713],"domain_scores_gemma":[0.9992673,0.00009123006,0.00006496572,0.0002750033,0.0001020803,0.0001994087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003562136,0.000473337,0.2981696,0.00008990438,0.00005851444,0.000009046849,0.4776836,0.000002037217,0.002126192,0.06827328,0.1178704,0.03488791],"study_design_scores_gemma":[0.001177006,0.0002536463,0.05703689,0.0001970087,0.00007727859,0.000003729211,0.04820216,0.00001636537,0.001841825,0.06672537,0.8237929,0.0006757875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8237248,0.00005433305,0.00005214412,0.00894688,0.001700055,0.0002853016,0.00002586189,0.0001421476,0.1650685],"genre_scores_gemma":[0.9977152,0.00003606172,0.0002980811,0.0001474543,0.0002952355,0.000008684266,0.000004213245,0.00001211865,0.001482925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7059225,"threshold_uncertainty_score":0.8156254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618904017168251,"score_gpt":0.4323105006094969,"score_spread":0.2704200988926718,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}